Improving the Efficiency of the PC Algorithm by Using Model-Based Conditional Independence Tests

12 November 2022

Papers citing "Improving the Efficiency of the PC Algorithm by Using Model-Based Conditional Independence Tests"

5 / 5 papers shown

Title
A Fast PC Algorithm with Reversed-order Pruning and A Parallelization Strategy Kai Zhang Chao Tian Kun Zhang Todd Johnson Xiaoqian Jiang CML 62 4 0 10 Sep 2021
D'ya like DAGs? A Survey on Structure Learning and Causal Discovery M. Vowels Necati Cihan Camgöz Richard Bowden CML 107 300 0 03 Mar 2021
Bayesian Network Constraint-Based Structure Learning Algorithms: Parallel and Optimised Implementations in the bnlearn R Package M. Scutari CML 91 166 0 30 Jun 2014
Order-independent constraint-based causal structure learning Diego Colombo Marloes H. Maathuis CML 118 605 0 14 Nov 2012
Kernel-based Conditional Independence Test and Application in Causal Discovery Kun Zhang J. Peters Dominik Janzing Bernhard Schölkopf BDL CML 91 626 0 14 Feb 2012